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Applied and Environmental Microbiology, October 2005, p. 6292-6307, Vol. 71, No. 10
0099-2240/05/$08.00+0 doi:10.1128/AEM.71.10.6292-6307.2005
Produce Safety and Microbiology Research Unit, USDA Agricultural Research Service, Western Regional Research Center, 800 Buchanan St., Albany, California 94710
Received 6 October 2004/ Accepted 18 May 2005
| ABSTRACT |
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| INTRODUCTION |
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There are a variety of existing assays for confirming Campylobacter by genus and species. These include biochemical (2), genetic (PCR) (3, 6, 20, 32, 71), immunochemical (34, 36, 45), chemotaxonomic fatty acid profiling (9), protein one-dimensional gel electrophoresis methods (67) and, recently, a microarray-based method (69). Some of the limitations in these methods are hippuricase-negative C. jejuni strains (24, 30, 43), the necessity for multiple hybridization steps and/or primers with multispecies PCR-based assays (3, 6, 20, 25, 31, 43, 59, 68, 71), specificity issues with 16S rRNA PCR (42, 43; unpublished observations), and chemotaxonomic methods (9, 63), and only limited information (e.g., species) is obtained. Details of the fine specificities of immunochemical reagents and assay methods and comparisons of results with multiple strains of C. jejuni, C. coli, and emerging Campylobacter species have been limited (34, 36, 56).
Mass spectrometric methods for analyzing whole bacterial cells for intact proteins, including the identification of protein biomarker ions, have been reported previously (5, 11, 16, 28, 35, 70). In a preliminary study most relevant to this work, Campylobacter and Helicobacter strains were analyzed by matrix-assisted laser desorption-time of flight mass spectrometry (MALDI-TOF MS), and biomarker ions in the 10- to 20-kDa range (presumably proteins) were reported to be the most discriminatory of those observed (73).
The major advantages of MALDI-TOF MS for analyzing bacteria are (i) ease and speed of analysis, (ii) identification of mixed cultures, and (iii) rapid identification of candidate biomarkers, even when minimal genetic data are available. We have developed an expanded MALDI-TOF MS method for analyzing multiple Campylobacter species and applied this method to determine species, and limited subspecies classes, of suspected Campylobacter strains isolated from a variety of food and animal sources.
| MATERIALS AND METHODS |
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Some C. upsaliensis and C. helveticus strains analyzed in this study were isolated by a membrane filtration method modified from one described previously (41). An approximately 20% suspension of cat or dog feces in saline was incubated at 37°C for 30 min, and then four 50-µl samples were applied at different locations on a 0.6-µm membrane filter (ME26; 47 mm; Schleicher & Schuell) placed on top of a BAB plate. The sample was incubated on the filter at room temperature for 15 min, and then any solution remaining was removed and the filter was removed with sterile tweezers. The plate was placed in a plastic sealable bag (Ziploc Freezer; Johnson and Son), and the bag was filled with 10% H2, 10% CO2, and 80% N2 and evacuated at least twice before final filling with gas; the bag and plate were incubated at 37°C for 48 to 72 h. Suspect Campylobacter colonies were subcultured on BAB for further analysis. The majority of the colonies were Campylobacter species.
Materials.
Acetonitrile, ferrous sulfate, sodium metabisulfite, sodium pyruvate, brucella agar, and Bacto agar were purchased from Fisher Scientific (Pittsburgh, PA). Trifluoroacetic acid (TFA) and 3-methoxy-4-hydroxycinnamic acid (ferulic acid) were purchased from Aldrich Chemical (Milwaukee, WI). Adrenocorticotropic hormone clip (18-39), angiotensin II, substance P, bovine insulin, and horse heart myoglobin were purchased from Sigma Chemical Company (St. Louis, MO). Purified water (Milli-Q system; Millipore, Bedford, MA) was used for all experiments.
Preparation of bacterial cell lysates and MALDI sample targets.
Cells were transferred from the plate to the extraction tube with a 1.0-µl disposable inoculating loop (NUNC Brand Products, Denmark); this volume corresponded to approximately 109 cells. The extraction tube was a 2.0-ml conical screw cap microtube (QSP; catalog no. 522; Porex Bio Products Inc.) with cap and O-ring. The extraction solution contained 0.5 ml of 33% HPLC-grade acetonitrile (Fisher Scientific, Fair Lawn, NJ), 67% HPLC-grade water (Burdick & Jackson, Muskegon, MI), 0.1% sequencing-grade TFA (Sigma-Aldrich, St. Louis, MO), and
40 mg of 0.1-mm zirconia-silica beads (catalog no. 11079101z; BioSpec Products Inc., Bartlesville, OK). Extraction tubes were then tightly capped, placed into a 96-well aluminum holder, and agitated for 60 s on a beadbeater (Mini-beadbeater-96+; BioSpec Products, Bartlesville, OK). Bead beating for longer than 60 s was avoided to minimize sample heating due to bead friction. The solution was frothy and opaque after this step. Tubes then were centrifuged for 4 to 5 min at 10,600 x g (model 4515C; Eppendorf, Hamburg, Germany). The undissolved cellular material and beads at the bottom of the tube were pelleted by centrifugation, after which the supernatant was clear (bacterial cell lysate).
A saturated solution of trans-4-hydroxy-3-methoxy-cinammic acid (Sigma- Aldrich, St. Louis, MO) also known as ferulic acid, was prepared in 0.5 ml of 33% acetonitrile, 67% water, and 0.1% TFA (saturated matrix solution). A working matrix solution was prepared by adding 100 µl of the saturated matrix solution to 200 µl of 33% acetonitrile, 67% water, and 0.1% TFA. The solution was then briefly vortexed, 0.5 µl was deposited on a sample square of a 7 by 7 spot homemade stainless steel MALDI target plate, and the matrix solution was allowed to air dry at room temperature. Finally, 0.5 µl of bacterial cell lysate-supernatant was deposited onto the dried matrix and allowed to dry. This was repeated for each bacterial lysate sample.
Mass spectrometry.
All experiments were run in the positive ion mode on a Bruker Daltonics (Billerica, MA) Reflex II instrument using the reflectron mode with delayed extraction; the delayed extraction setting was set to "medium." Ionization of molecules in the samples was achieved with a nitrogen laser (337 nm). A minimum sum of 200 laser shots per sample was used to generate each ion spectrum used for analysis. The instrument was calibrated externally before each batch run of test samples using the adrenocorticotropic hormone clip (peptide 18-39), angiotensin II, substance P, bovine insulin, and horse heart myoglobin as standards.
Identification of SIBI proteins based on mass determined by MALDI-TOF MS.
The masses of SIBIs determined by MALDI-TOF MS were compared to the predicted molecular weights of proteins encoded by the annotated genes of C. jejuni strain NCTC 11168 (58) and C. jejuni strain RM1221 (65) for a tentative protein identification. The C. jejuni SIBI type 1 was confirmed by tryptic mass mapping (26). A tentative identification of other SIBIs was determined similarly from the partial genome sequences of C. coli strain RM2228, C. lari strain RM2100, and C. upsaliensis strain RM3195 (21).
MAbs.
Two monoclonal antibodies (MAbs) shown previously to be specific for C. jejuni (anti-Cj) or both C. jejuni and C. coli (anti-Cc/Cj) were used in some experiments in a whole-cell enzyme-linked immunosorbent assay to identify C. coli and C. jejuni strains. Strains were cultured on BA or BAB, and the bacteria were harvested and then suspended in phosphate-buffered saline (10 mM sodium phosphate, 150 mM NaCl, pH 7.4) to an optical density at 620 nm of 0.2 to 0.3. Seventy microliters of the suspension was added to polystyrene assay wells (Immulon II [Dynatech, Chantilly, Va.] or Maxisorp [Nunc, Roskilde, Denmark]). The plates were allowed to dry by incubating them for 18 to 24 h at 37°C, and they were washed three times with Tris-HCl-buffered saline containing 1% Tween 20 (TBS-Tween) or phosphate-buffered saline-Tween (diluents) and then with a final rinse of pyrogen-free water. Nonspecific binding sites on the wells were blocked by adding 200 µl of 1% casein blocking buffer and then incubating the plate at room temperature for 1 h. The plates were rinsed and washed as described above and used immediately, or they were stored in a desiccator at 4°C for later use. Dilutions of MAbs (100 µl) diluted in 1% bovine serum albumin in TBS-Tween were added to wells, and the wells were incubated with gentle shaking for 1 to 2 h at room temperature. Wells were emptied and then washed and rinsed with water. Bound MAb was detected by adding 100 µl (0.2 µg) of alkaline phosphatase-conjugated rabbit anti-mouse immunoglobulin (Zymed, South San Francisco, CA), incubating the wells for 1 h with shaking, and then washing and rinsing the wells with water. One hundred microliters of p-nitrophenylphosphate (1 mM in 10 mM diethanolamine, 0.5 mM MgCl2, pH 9.5) was added, and the absorbance at 405 nm was determined on a Spectramax 340 microplate reader (Molecular Devices, Sunnyvale, CA) (45).
Hippuricase activity.
Hippuricase activity was determined by a method described previously (24).
MLST.
Selected strains were analyzed by a multilocus sequence typing (MLST) method as described previously (52).
Fluorescent Campylobacter strains.
C. jejuni strain RM1221 carrying a plasmid encoding cyan fluorescent protein (CFP) has been described previously (50). C. lari strain RM2100 was transformed with the same plasmid encoding green fluorescent protein (GFP) by a similar method (50).
| RESULTS |
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6,998 (C. lari) and 7,063 (C. upsaliensis) Da and at
8,000 Da (C. lari and C. upsaliensis), respectively.
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10,275 Da (designated SIBI type 1) in profiles for most C. jejuni strains (Fig. 1A), but a 10,307-Da ion (designated SIBI type 2) was the nearest mass ion observed for other strains (Fig. 1B). Similarly, a major ion of 10,031 Da (SIBI type 1), present in spectra for most C. coli strains (Fig. 2A), appeared at 10,061 Da (SIBI type 2) for at least one C. coli strain analyzed (Fig. 2B). Similar differences in ions were noted for C. lari strains at masses of 9,617 (SIBI type 1) and 9,650 (SIBI type 2) Da (Fig. 3A and B). An ion at 13,729 Da was present in profiles for the majority of the C. jejuni reference strains and, thus, was designated a putative "common" ion (Table 2). However, this ion was missing in a few strains, and an ion of 12,887 or 12,888 Da was present instead (Table 2, RM1050, RM1158, and RM1159). It is not known whether these ions represent variant proteins or completely different proteins. However, subsequent analyses of two strains of C. jejuni subsp. doylei (RM2095 and RM2096) identified the 10,276-Da C. jejuni type 1 SIBI, but they identified a 12,888-Da ion in the absence of the 13,729-Da C. jejuni common ion (data not shown). These results suggest that some of the C. jejuni reference strains (Table 2, RM1050, RM1158, and RM1159) and animal isolates (see Table S1 in the supplemental material [RM1216, RM1420, and RM1886]) may be C. jejuni subsp. doylei. Additional well-characterized C. jejuni subsp. doylei strains would be required to clarify this subspecies assignment.
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MALDI-TOF analysis of C. helveticus.
Three reference strains of C. helveticus, including the type strain RM3228 (ATCC 51209), were analyzed by MALDI. An ion at approximately 10,189 Da was designated the C. helveticus SIBI-1 ion, since it was identified in all 10 C. helveticus strains analyzed (a 10,189-Da ion with a range of precision of ±10 Da gives a 10,199-Da ion as shown in Fig. 5A; this spectrum is an example of the
10 Da difference between the mass calculated with external standardization and the actual mass). A common ion at 9,504 Da was noted for two of the three reference strains (RM4087 and RM4088) but was 28 Da lower than an ion at 9,532 Da observed consistently for the type strain of C. helveticus, RM3228 (9,541 Da 10 Da = 9,531 Da [Fig. 5A]). Nevertheless, the C. helveticus common ion was designated 9,504 Da, since subsequent studies with additional C. helveticus strains revealed that this was the major C. helveticus common ion observed (see Table S1 in the supplemental material). As noted above, the Ch-C ion at 9,504 Da was also a common ion for C. upsaliensis SIBI types 1 to 4. Thus, observance of an ion at 9,504 Da indicated a putative C. helveticus or C. upsaliensis strain, necessitating accurate analysis of the C. helveticus SIBI at 10,189 Da and the type 2 C. upsaliensis SIBI at 10,197 Da. It is worth noting that multiple common ions at masses of <9,000 Da also were observed for all 10 C. helveticus strains analyzed (e.g., 5,094 ± 2 and 8,451 ± 8 Da), also facilitating species determination.
MALDI-TOF analysis of C. sputorum.
Four reference strains of C. sputorum biovar fecalis isolated from sheep and a single strain each of C. sputorum biovars bulbulus and paraureolyticus were analyzed by MALDI-TOF MS. A profile of the C. sputorum biovar bulbulus reference strain RM1495 is shown in Fig. 5B. Possible SIBIs and/or common ions at 9,796, 11,170, and 12,786 Da were noted in five of six C. sputorum reference strains (Table 2). The 9,796-Da ion was designated SIBI type 1 because it was present in spectra for each of the four C. sputorum biovar fecalis strains and the single C. sputorum biovar bulbulus strain, and it generally was of high intensity. A comparable ion at 9,817 Da (
20-Da difference) was present for the single C. sputorum biovar paraureolyticus strain (RM4120). Similarly an ion at 11,203 Da was present for C. sputorum biovar paraureolyticus instead of the 11,170-Da ion (
30-Da difference). Both of these ions may be useful as C. sputorum type 1 SIBIs.
Strain RM2089 was received for analysis as a C. sputorum biovar fecalis strain, but our analysis determined it to be C. upsaliensis based on a prominent C. upsaliensis SIBI at 10,181 Da and a C. upsaliensis/C. helveticus common ion at 9,509 Da. This strain was confirmed subsequently as C. upsaliensis in an expanded MLST system developed for genotyping Campylobacter (52).
Additional ions that appeared to be potential SIBIs were observed for each of the six species, e.g., 9,459 (or 9,460) Da for C. jejuni, 8,573 Da for C. coli, 10,212 (to 10,216) Da for C. lari, 11,135 to 11,139 Da for C. upsaliensis; 8,452 to 8,460 and 15,100 to 15,130 for C. helveticus, and 11,170 Da for C.sputorum (Fig. 1 to 5). These ions were not selected as prototype SIBIs because they were not as clearly a species-identifying ion, were of lesser abundance, and/or were not as conserved in a species as the ions selected as SIBIs.
MALDI-TOF analysis of putative or suspected C. coli and C. jejuni strains.
More than 50 strains suspected of being C. coli or C. jejuni, plus recent isolates from environmental sources (including poultry and swine carcasses and dog and cat feces), were analyzed by MALDI-TOF MS, and the results were analyzed to determine species (see Table S1 in the supplemental material). For the C. coli and C. jejuni strains, the MS results were compared also to results obtained with anti- C. coli and anti-C. jejuni specific MAbs and a hippuricase biochemical assay (see Table S1). Either a C. coli or a C. jejuni SIBI was identified for all suspected C. coli or C. jejuni strains, resulting in unambiguous identification of the species.
Identification of mixed C. coli and C. jejuni "strains."
For most experiments, data were consistent with the immunochemical and biochemical results (see Table S1 in the supplemental material). However, inconsistent results were observed in the spectrum for "C. jejuni" strain RM1882 (Fig. 6). Close examination of the profile revealed that both a C. coli and a C. jejuni SIBI were present in the sample assumed to be a pure culture of C. jejuni (Fig. 6). Eight single-colony picks were obtained for "C. jejuni" RM1882 and tested separately for hippuricase activity. Six of the eight single-colony picks were positive for hippuricase activity, suggesting that "strain" RM1882 was a mixture of C. jejuni and C. coli or that hippuricase-negative C. jejuni was present. The hippuricase-positive and hippuricase-negative isolates were analyzed, and the immunochemical and MALDI-TOF MS results were consistent with the presence of both C. coli and C. jejuni colonies: the isolated strains expressed either a C. coli or a C. jejuni SIBI, but not both (data not shown).
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MALDI-TOF MS of C. helveticus and C. upsaliensis strains from cats and dogs.
Thirteen strains of suspected C. helveticus or C. upsaliensis isolated in our laboratory from dog and cat feces by a membrane filtration method were analyzed with MALDI-TOF MS. Initial results suggested that at least six of the strains had a prominent type 1 C. upsaliensis SIBI (10,171 Da); the remaining seven strains had a prominent ion ranging from 10,188 to 10,194 Da, a mass closest to the type 2 C. upsaliensis SIBI (10,197 Da). In addition, the C. upsaliensis common ion was identified for 12 of 13 strains (see Table S1 in the supplemental material). A 16S rRNA analysis indicated that seven strains with the 10,188- to 10,194-Da ions were either C. upsaliensis or C. helveticus, but the exact species could not be determined based on comparisons to C. helveticus and C. upsaliensis 16S data in GenBank (4). However, analyses of these strains by an MLST method developed by our laboratory confirmed them as C. helveticus (see Table S1) (52). The common ion identified for C. upsaliensis strains (9,504 Da) was expressed also by C. helveticus strains and, fortuitously, was not observed in profiles for other Campylobacter species. Therefore, the 9,504-Da ion (C. upsaliensis/C. helveticus) and accurate determination of the C. upsaliensis and C. helveticus SIBIs (±1 Da with internal standard calibration) allowed differentiation of these two closely related species. All of the C. helveticus strains in this set were isolated from cats; three C. upsaliensis strains each were isolated from cats and dogs (Table 1; see also Table S1). A C. upsaliensis type 1 SIBI (10,171 Da) was present also in profiles of multiple analyses of putative C. helveticus strain RM3807, indicating either that it was composed of a mixture of C. upsaliensis and C. helveticus cells or that both types of SIBIs can be expressed by this strain (e.g., a chimera). Analyses of additional C. helveticus strains will be required to determine whether this C. upsaliensis-specific SIBI can occur in other C. helveticus strains.
Detection sensitivity of C. coli and C. jejuni in a mixture.
To determine the detection sensitivity of C. coli or C. jejuni in mixed cultures under conditions similar to those encountered for analyses of unknown strains, C. jejuni strain RM1221 and C. coli strain RM2228 were analyzed as a mixture at different proportions of each strain. Cells were removed from agar, combined in proportions varying from 10 to 100% for each strain, and then tested by MALDI-TOF MS. The results shown in Fig. 7 illustrate that the intensity of the C. jejuni and C. coli SIBI (at 10,277 Da [C. jejuni SIBI type 1] and 10,063 Da [C. coli SIBI type 2]) corresponded directly to the concentration of each strain. These results suggest that, at least under these ideal experimental conditions, different species of Campylobacter with SIBIs distinguishable by MALDI-TOF MS can be detected when the strain in lowest concentration is at least 5 to 10% of the mixture.
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9,551 Da (probable 30S ribosomal protein S17) were very reproducible for samples of C. jejuni RM1221 grown under each of nine combinations of conditions (see Table S2 in the supplemental material). No significant differences were noted in the mass of high-intensity ions, regardless of the media (e.g., blood), gas mixture (5% or 10% CO2 and 5% H2 or 5% O2), or incubation temperature (37°C versus 42°C), as shown in the following results: C. jejuni SIBI type 1 = 10,276.0 ± 1.3; C. jejuni common SIBI = 13,729.0 ± 1.6; "ion 2" = 9,551.0 ± 1.4. In addition, eight replicate samples from a plate of C. coli RM2228, C. lari RM2100, and C. upsaliensis RM3195 grown under a single condition (BAB medium, 10% CO2-5% H2, 37°C) were analyzed (see Table S2). The standard deviations for the replicates for the three ions for the three strains ranged from 0.9 (C. coli SIBI type 1) to 3.1 (C. upsaliensis ion 2), reflecting good intraexperimental reproducibility. A similar experiment with three different strains of C. helveticus (RM3228, RM4087, and RM4088) grown under the same conditions resulted in average values of 10,188.3 ± 1.4, 9,522.1, and 9,504.0 ± 0.7 for the C. helveticus SIBI, C. helveticus common SIBI for RM4087 and 4088, and C. helveticus common SIBI for RM3228, respectively, for six samples total (two for each strain) for each ion (data not shown). Two strains of C. sputorum biovar fecalis (RM1495 and RM4121) and C. sputorum biovar paraureolyticus strain RM4120 were analyzed in a second experiment with replicate samples. The average values for the SIBI and common SIBI for the two C. sputorum biovar fecalis strains were 9,797.1 ± 1.26 and 11,167 ± 2.61, respectively; for the single C. sputorum biovar paraureolyticus strain the values were 9,813.7 ± 0.1 and 11,193 ± 0.4 (data not shown). These values reflect the potential difference between C. sputorum biovar fecalis/C. sputorum biovar bulbulus and C. sputorum biovar paraureolyticus described above (Table 2), although additional strains of each biovar would need to be tested to confirm this biovar-specific difference. These results indicate that conventional growth conditions do not influence markedly the mass of ions detected. It is worth noting, however, that horse blood-related proteins apparently incorporated by the cells or into CFU from the underlying blood agar medium were identified in some profiles. This was confirmed in control experiments with samples of BAB medium extracted directly from plates without bacteria (e.g., 14,890, 15,050, 15,100, and 16,075 Da). We suspected that the 16,075-Da ion corresponded to the ß-chain protein of horse hemoglobin (61). This was exploited in later experiments as a useful internal protein standard of an appropriate mass for calibration, thus facilitating extremely accurate mass assignments of SIBIs (±1 Da) for identification of C. helveticus, C. upsaliensis, and C. sputorum biovar fecalis strains (see Table S1 in the supplemental material).
| DISCUSSION |
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Summary of Campylobacter SIBI types.
The different types of SIBIs, their approximate masses, and the candidate proteins identified for each ion for six species of Campylobacter are summarized in Table 3. A comparison of the SIBI masses illustrates that in most cases there are sufficient differences between SIBIs (>12 to 15 Da) for accurate identification of isolates and mixed species cultures by MALDI-TOF MS. However, there are three sets of SIBIs that are either identical (C. helveticus and C. upsaliensis common ions) or very similar (<10-Da difference for C. helveticus type 1 and C. upsaliensis type 2 and for C. jejuni type 1 and C. upsaliensis type 3) that require very accurate mass assignments. The level of accuracy required to differentiate these species was achieved by internal calibration with standard proteins or blood proteins from the medium.
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The approach to species identification for Campylobacter strains presented in this study is based on the presence or absence of SIBIs. However, we have noted variation in the SIBI masses for certain strains, arising from possibly nonsynonymous mutations in genes encoding the SIBIs and resulting in protein mass shifts that allow some limited differentiation of the strains. For example, a 10,276-Da ion was present in 13 of 14 strains (93%) of the reference strain set of C. jejuni (Table 2) used to identify potential SIBIs (a 10,303-Da ion occurred in one strain, C. jejuni RM1165). However, 6 of 31 (19%) putative C. jejuni strains tested in the semiblinded samples (see Table S1 in the supplemental material) expressed the
10,303-Da ion (SIBI type 2). Six of the seven SIBI type 2 C. jejuni strains were isolated from chickens (Canada, Texas, and California), possibly indicating an association of SIBI type with source.
Table 2 and also Table S1 in the supplemental material include only a subset of the ions detected in both C. coli and C. jejuni strains. Although the C. jejuni 13,729-Da ion occurred at approximately the same mass in most of the C. jejuni strains, it was absent in six human and animal C. jejuni strains and was replaced by an
12,884- to 12,888-Da ion (
30 Da higher than the C. coli common ion) (Table 2; see also Table S1 in the supplemental material). The "12,888 ion" was identified also in the only C. jejuni subsp. doylei strains we had available for analysis (both human clinical strains). Similarly, the C. coli SIBI at 12,857 Da was absent in a few strains tested, and an ion at 12,914 Da was observed (57-Da difference). These results indicate the importance of identifying multiple SIBIs for accurate analysis and identification and the potential value of MALDI-TOF analysis for identifying subspecies/biovar differences in Campylobacter.
In a previous study of a few C. coli and C. jejuni strains by MALDI-TOF MS, biomarker ions were identified at 10,074 Da for C. coli strain ATCC 43474 and at 10,285 Da for C. jejuni strain ATCC 43464 (73). It is probable that these ions correspond to the C. coli type 2 (10,060 Da) and C. jejuni type 1 (10,276 Da) SIBIs identified in our study. The 9- and 14-Da mass differences for these ions in the two studies may reflect an actual difference (e.g., amino acid polymorphism or posttranslational modification) or differences in measurement precision. However, our analysis of the same C. coli strain as the previous study (RM1878) (Table 1; see also Table S1 in the supplemental material) suggests the difference is due to precision.
Identities or putative identities of some SIBIs.
Many of the SIBIs identified in this study are putatively abundant, cytosolic proteins, of relatively low mass compared to the majority of proteins, and apparently conducive to ionization in MALDI-TOF MS (Table 3, HU-homolog, ribosomal subunit, and chaperonin proteins). A C. jejuni HU homolog encoded by the hup gene was characterized previously by Konkel et al. and designated HCj (33). The calculated molecular mass of HCj was 10,267 Da, with a pI of 10.1. Presumably, this small, highly basic, histone-like protein has properties similar to other HU proteins with regards to abundance (30,000 to 50,000 HU dimers per cell in E. coli) and DNA binding and condensing activity (14). It is probable that the high intensity of HU/HCj and possible HCj-homologs in other Campylobacter species is due to a combination of similar high abundance plus efficient ionization of these highly basic proteins. In addition, we speculate that cytosolic proteins whose functions and sequences have been highly conserved through evolution are good candidates for species identification, although of limited utility for strain differentiation. It will be interesting to determine whether these same high-intensity ions identified by MALDI-TOF MS (e.g., the HU protein) are good predictors of other Campylobacter species (18) and bacterial species of other genera.
The possible identities for some of the SIBIs shown in Table 3 must be considered speculative until confirmed by tryptic mass mapping experiments. For example, the C. coli and C. lari common SIBIs have been designated as 50S ribosomal L7/L12 proteins (RplL), even though the predicted protein is
130 Da larger than that observed by MALDI-TOF MS. This is because no predicted protein mass closer than 10 Da was present in the genome database, suggesting that post- or cotranslational modification had occurred, resulting in removal of the N-terminal methionine (131 Da) by a specific aminopeptidase (13, 27).
Polymorphisms and variation of SIBIs.
Ongoing genetic and mass mapping studies in our laboratory indicate that the mass differences between SIBI types, in fact, are due to nonsynonymous single or multiple nucleotide polymorphisms, rather than differences due to sensitivities of methods (18). These SIBI types representing authentic nonsynonymous mutations will be useful for population analyses of strains. Strains related epidemiologically (e.g., from an outbreak or prevalent in a single source) can be identified based on a pattern of small mass differences reflecting single or multiple amino acid changes that are different from other strains. For example, all of the C. upsaliensis strains from the United States were C. upsaliensis SIBI type 1 (
10,171 Da), in contrast to six of seven C. upsaliensis strains from South Africa, which were C. upsaliensis SIBI type 2 (
10,197 Da). However, of the 11 C. upsaliensis reference strains from Belgium, two, three, and six strains represented SIBI types 1, 2, and 4, respectively. The common ion at 9,504 Da was observed in all of the C. upsaliensis MALDI-TOF MS profiles. The four C. upsaliensis SIBI types are consistent with the genomic heterogeneity reported previously for animal and human (8, 40, 57) and, specifically, dog and cat C. upsaliensis strains (40, 54). Twelve of 13 dog and cat C. upsaliensis strains in our study were from the United States, and all were C. upsaliensis SIBI type 1. Although SIBI types provide probably only a minor discrimination of strains, it will be interesting eventually to compare SIBI types with sequence types determined by a new MLST method for C. coli, C. lari, C. helveticus, and C. upsaliensis (52).
As we expand our MALDI-TOF MS analyses to include other species of Campylobacter, it is anticipated that protein homologs to the SIBIs described in this study will be identified as biomarkers. For example, we have identified recently a 10.5-kDa protein as the HU protein, and a potential SIBI, for C. concisus strains (18). The probability will increase that SIBIs in different species with similar masses (
10 Da) will be identified, again emphasizing the need for accurate mass assignments. As noted above, the identification of medium-derived horse hemoglobin ß-chain in some experiments permitted recalibration of data, yielding ±1 Da accuracy that proved to be essential for differentiating the C. helveticus SIBI (
10,189 Da) from a C. upsaliensis type 2 SIBI (
10,197 Da). Thus, media proteins distinct from bacterial proteins, or addition of a reference protein to each sample, can be exploited for internal calibration to improve precision and accuracy of mass measurement.
The correct species designations for >130 strains analyzed in this study were identified usually by identifying only two SIBIs: a single SIBI among multiple variant SIBIs (e.g., C. upsaliensis), plus a SIBI common among all or most strains of a species. However, it is worth emphasizing that additional SIBIs are observed in the mass range of 7 to 15 kDa that permit confirmation of species when SIBIs for different species are of similar mass (±10 Da) or are variable among environmental strains of the same species. Therefore, identifying a set of SIBIs would be advantageous for unambiguous assignments of species and important intraspecies strain differences.
As more organisms are sequenced and the data are entered into public databases (e.g., NCBI GenBank), the accuracy in identification and analysis of unknown isolates by proteomics approaches also will increase (12, 13, 19). In a single study reporting species identification by querying ion masses against protein databases (19), organisms could be identified only to the genus level. In our study, and other studies, isolates are classified tentatively as members of a particular genus and/or species through both sample source and the special selection and enrichment conditions involved in obtaining them. MALDI-TOF MS has proved to be useful for rapid confirmation of species.
Environmental samples and mixed species cultures.
Selective media for isolation of C. coli and C. jejuni from clinical or environmental (animals, food, and water) samples commonly include antibiotics for minimizing other microbial flora. The unintended consequence of this approach is that antibiotic-sensitive strains of C. coli and C. jejuni and other Campylobacter species are not culturable. MALDI-TOF MS speciation is very efficient with pure cultures of Campylobacter. However, we have shown also that multiple Campylobacter species can be identified with a preparation of Campylobacter cells growing confluently, or as single colonies, on common agar media (Fig. 8). We are developing an approach currently to analyze multiple colonies of suspected Campylobacter species obtained following passage through 0.6-µm filters and growth on nonselective culture medium in the appropriate atmosphere (22, 39). Since multiple strains of a majority of Campylobacter, Helicobacter, and other spiral-form bacteria could be present and difficult to distinguish, MALDI-TOF MS analysis provides a simple method for identifying potential Campylobacter species, and also potential mixed-species colonies (Fig. 8), as has been reported previously (17, 50). We confirmed numerous times during this study that "isolates" received from other sources were either speciated incorrectly or contained multiple species.
Intraspecies variability of the Campylobacter SIBIs, potentially due to single or multiple amino acid sequence changes, has been identified; these data are not attainable rapidly in most other assays. MALDI-TOF MS may be especially useful for characterizing non-C. coli and non-C. jejuni strains because of the minimal genetic and biochemical data available for emerging Campylobacter species (10). The recent increase in genomic sequence data available for Campylobacter species will enhance MALDI-TOF MS as a method of analysis for Campylobacter (21, 65), since accurate protein masses yield gene and protein identifications for strain differentiation and further analysis.
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| ACKNOWLEDGMENTS |
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This work was supported by the USDA Agricultural Research Service CRIS project 5325-42000-041 and supports a U.S. collaboration in the European Commission Fifth Framework Project QLK1-CT-2002-02201, "CAMPYCHECK."
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Supplemental material for this article may be found at http://aem.asm.org/. ![]()
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